I build backend systems that stay fast, observable, and boring in production — reliable APIs, distributed workflows, and pragmatic LLM tooling (RAG, evals, orchestration).
Currently at OnFinance.ai building ComplianceOS — a compliance automation platform for the BFSI sector, processing 100M+ tokens/month of SEBI, RBI, and IRDAI regulatory data.
- BE in Computer Science @ RV College of Engineering, Bangalore
- Contributor to maximhq/bifrost (3.4k★) — fixed streaming correctness bugs in the AWS Bedrock provider
- Working across the LLM stack: agentic workflows (LangGraph), RAG pipelines (ChromaDB, Ollama), multi-model evaluation, TTS, image/video generation
- Interested in distributed systems, LLM infrastructure, and developer tooling
maximhq/bifrost — Enterprise AI Gateway · 3.4k★ · Go · ~11µs overhead at 5,000 RPS · 20+ LLM providers
| PR | Description |
|---|---|
| #2427 | Fixed Bedrock streaming silently ignoring max_retries — transport errors (*net.OpError, io.ErrUnexpectedEOF, *net.DNSError) routed through wrong error path, bypassing retry gate; added isStreamTransportError() helper across 4 sites + 3 regression tests |
| #1830 | Fixed concurrent tool call delta loss — deltas routed by recency instead of tool_call.id, causing parallel call arguments to merge; fix applied to both Chat Completions and Responses API streaming paths |
| Project | Description | Stack |
|---|---|---|
| faceless-gen | Local-only AI video studio — research doc in, MP4 out. 5-step editorial wizard (angles → story → scenes → music → generate). Stickman style via ComfyUI + Wan 2.2 I2V. 218 tests passing. | |
| graph-rca | Log-to-resolution RAG over 200 annotated real-world incidents — LLM builds causal DAGs, ChromaDB (HNSW) retrieves runbook context, output quality validated by a 3-model judge ensemble (Qwen3:32b, GPT-4o-mini, Llama-3.1-70B) across 9 reproducible experiment scripts; GPU-accelerated, includes React frontend | |
| permission-mongo | RBAC-powered BaaS for MongoDB targeting 50K+ QPS — AST-caching policy compiler, lock-free router, fasthttp, Prometheus + Grafana dashboard, Python SDK | |
| better_bing_image_downloader | Maintained Python library · 18K+ PyPI downloads · 41★ · v3.0.0 fixed thread-safety, atomic writes, MD5 dedup; test suite grew 0 → 41 tests | |
| snapshell | CLI tool to learn Linux commands interactively | |
| toy-compiler | Full-pipeline compiler (lexer → parser → codegen) for a subset C-like language |
Languages
Backend & Messaging
LLM & AI Tooling
Infra & Observability
Databases